Healthy Soup Recipes to Boost Metabolism Slideshow - Our healthy metabolism-boosting soup recipes all include chile to boost calorie burn. Studies show that capsaicin&amp;#151;a compound in chiles&amp;#151;revs up the body&amp;#8217;s metabolism and may boost fat burning. Try one of our spicy, low-calorie soup recipes for dinner tonight.